TABLE VI. Classification Results of COVID-19 Blood Test Using Dataset 2.
| Model | TPR | FPR | Accuracy | Precision | Recall | F1Score | AUC |
|---|---|---|---|---|---|---|---|
| GAN | 0.802 | 0.191 | 0.805 | 0.724 | 0.809 | 0.764 | 0.891 |
| VAE | 0.849 | 0.176 | 0.839 | 0.778 | 0.824 | 0.800 | 0.900 |
| DBN | 0.764 | 0.191 | 0.782 | 0.688 | 0.809 | 0.743 | 0.881 |
| RBM | 0.792 | 0.162 | 0.810 | 0.722 | 0.838 | 0.776 | 0.890 |